Overview

Brought to you by YData

Dataset statistics

Number of variables	23
Number of observations	33600
Missing cells	91479
Missing cells (%)	11.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.9 MiB
Average record size in memory	184.0 B

Variable types

Text	13
Numeric	8
Categorical	2

Alerts

`wins` has constant value "0"	Constant
`budget` is highly overall correlated with `grossWorldWide` and 2 other fields	High correlation
`grossWorldWide` is highly overall correlated with `budget` and 2 other fields	High correlation
`gross_US_Canada` is highly overall correlated with `budget` and 2 other fields	High correlation
`opening_weekend_Gross` is highly overall correlated with `budget` and 2 other fields	High correlation
`MPA` has 7976 (23.7%) missing values	Missing
`budget` has 21785 (64.8%) missing values	Missing
`grossWorldWide` has 15378 (45.8%) missing values	Missing
`gross_US_Canada` has 16029 (47.7%) missing values	Missing
`opening_weekend_Gross` has 18077 (53.8%) missing values	Missing
`directors` has 359 (1.1%) missing values	Missing
`writers` has 1576 (4.7%) missing values	Missing
`stars` has 473 (1.4%) missing values	Missing
`genres` has 382 (1.1%) missing values	Missing
`countries_origin` has 366 (1.1%) missing values	Missing
`filming_locations` has 6729 (20.0%) missing values	Missing
`production_companies` has 1378 (4.1%) missing values	Missing
`Languages` has 474 (1.4%) missing values	Missing
`budget` is highly skewed (γ1 = 97.63614372)	Skewed
`id` has unique values	Unique
`Movie Link` has unique values	Unique
`nominations` has 23453 (69.8%) zeros	Zeros
`oscars` has 31503 (93.8%) zeros	Zeros

Reproduction

Analysis started	2025-01-15 14:55:50.471094
Analysis finished	2025-01-15 14:56:15.704285
Duration	25.23 seconds
Software version	ydata-profiling vv4.12.1
Download configuration	config.json

id
Text

Unique

Distinct	33600
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	262.6 KiB

Length

Max length	10
Median length	9
Mean length	9.0647917
Min length	9

Characters and Unicode

Total characters	304577
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	33600 ?
Unique (%)	100.0%

Sample

1st row	tt0073195
2nd row	tt0073629
3rd row	tt0073486
4th row	tt0072890
5th row	tt0073692

Value	Count	Frequency (%)
tt0073195	1	< 0.1%
tt0072976	1	< 0.1%
tt0072890	1	< 0.1%
tt0073692	1	< 0.1%
tt0072081	1	< 0.1%
tt0073026	1	< 0.1%
tt0072653	1	< 0.1%
tt0073812	1	< 0.1%
tt0073802	1	< 0.1%
tt0073317	1	< 0.1%
Other values (33590)	33590	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
t	67200	22.1%
0	56288	18.5%
1	27140	8.9%
2	21158	6.9%
6	20539	6.7%
8	19768	6.5%
7	18918	6.2%
4	18615	6.1%
5	18557	6.1%
3	18415	6.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	237377	77.9%
Lowercase Letter	67200	22.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	56288	23.7%
1	27140	11.4%
2	21158	8.9%
6	20539	8.7%
8	19768	8.3%
7	18918	8.0%
4	18615	7.8%
5	18557	7.8%
3	18415	7.8%
9	17979	7.6%

Lowercase Letter

Value	Count	Frequency (%)
t	67200	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	237377	77.9%
Latin	67200	22.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	56288	23.7%
1	27140	11.4%
2	21158	8.9%
6	20539	8.7%
8	19768	8.3%
7	18918	8.0%
4	18615	7.8%
5	18557	7.8%
3	18415	7.8%
9	17979	7.6%

Latin

Value	Count	Frequency (%)
t	67200	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	304577	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	67200	22.1%
0	56288	18.5%
1	27140	8.9%
2	21158	6.9%
6	20539	6.7%
8	19768	6.5%
7	18918	6.2%
4	18615	6.1%
5	18557	6.1%
3	18415	6.0%

Title
Text

Distinct	31935
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Memory size	262.6 KiB

Length

Max length	165
Median length	74
Mean length	16.206399
Min length	1

Characters and Unicode

Total characters	544535
Distinct characters	132
Distinct categories	14 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	30564 ?
Unique (%)	91.0%

Sample

1st row	Jaws
2nd row	The Rocky Horror Picture Show
3rd row	One Flew Over the Cuckoo's Nest
4th row	Dog Day Afternoon
5th row	Shampoo

Value	Count	Frequency (%)
the	10109	10.3%
of	3405	3.5%
a	1540	1.6%
and	1122	1.1%
in	1112	1.1%
to	689	0.7%
love	530	0.5%
	504	0.5%
for	405	0.4%
man	402	0.4%
Other values (21418)	78082	79.8%

Most occurring characters

Value	Count	Frequency (%)
	64300	11.8%
e	54733	10.1%
a	37115	6.8%
o	32784	6.0%
n	29402	5.4%
i	28755	5.3%
r	28619	5.3%
t	26109	4.8%
s	21255	3.9%
h	20333	3.7%
Other values (122)	201130	36.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	387254	71.1%
Uppercase Letter	82617	15.2%
Space Separator	64300	11.8%
Other Punctuation	7034	1.3%
Decimal Number	2513	0.5%
Dash Punctuation	662	0.1%
Open Punctuation	56	< 0.1%
Close Punctuation	56	< 0.1%
Math Symbol	16	< 0.1%
Other Number	12	< 0.1%
Other values (4)	15	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	54733	14.1%
a	37115	9.6%
o	32784	8.5%
n	29402	7.6%
i	28755	7.4%
r	28619	7.4%
t	26109	6.7%
s	21255	5.5%
h	20333	5.3%
l	19029	4.9%
Other values (44)	89120	23.0%

Uppercase Letter

Value	Count	Frequency (%)
T	11074	13.4%
S	7427	9.0%
M	5600	6.8%
B	5472	6.6%
C	4906	5.9%
A	4562	5.5%
D	4510	5.5%
L	4218	5.1%
H	3633	4.4%
W	3508	4.2%
Other values (27)	27707	33.5%

Other Punctuation

Value	Count	Frequency (%)
:	2009	28.6%
'	1761	25.0%
.	1314	18.7%
,	845	12.0%
!	482	6.9%
&	337	4.8%
?	175	2.5%
/	56	0.8%
*	26	0.4%
¡	8	0.1%
Other values (6)	21	0.3%

Decimal Number

Value	Count	Frequency (%)
2	587	23.4%
1	416	16.6%
0	397	15.8%
3	311	12.4%
9	166	6.6%
4	159	6.3%
7	148	5.9%
5	133	5.3%
8	99	3.9%
6	97	3.9%

Other Number

Value	Count	Frequency (%)
½	8	66.7%
³	2	16.7%
²	2	16.7%

Open Punctuation

Value	Count	Frequency (%)
(	51	91.1%
[	5	8.9%

Close Punctuation

Value	Count	Frequency (%)
)	51	91.1%
]	5	8.9%

Math Symbol

Value	Count	Frequency (%)
+	15	93.8%
=	1	6.2%

Space Separator

Value	Count	Frequency (%)
	64300	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	662	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	10	100.0%

Other Symbol

Value	Count	Frequency (%)
°	3	100.0%

Other Letter

Value	Count	Frequency (%)
ª	1	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	469872	86.3%
Common	74663	13.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	54733	11.6%
a	37115	7.9%
o	32784	7.0%
n	29402	6.3%
i	28755	6.1%
r	28619	6.1%
t	26109	5.6%
s	21255	4.5%
h	20333	4.3%
l	19029	4.0%
Other values (82)	171738	36.5%

Common

Value	Count	Frequency (%)
	64300	86.1%
:	2009	2.7%
'	1761	2.4%
.	1314	1.8%
,	845	1.1%
-	662	0.9%
2	587	0.8%
!	482	0.6%
1	416	0.6%
0	397	0.5%
Other values (30)	1890	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	543613	99.8%
None	922	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	64300	11.8%
e	54733	10.1%
a	37115	6.8%
o	32784	6.0%
n	29402	5.4%
i	28755	5.3%
r	28619	5.3%
t	26109	4.8%
s	21255	3.9%
h	20333	3.7%
Other values (75)	200208	36.8%

None

Value	Count	Frequency (%)
é	161	17.5%
ä	69	7.5%
ü	60	6.5%
ö	60	6.5%
á	59	6.4%
í	56	6.1%
è	50	5.4%
å	45	4.9%
ô	43	4.7%
ó	43	4.7%
Other values (37)	276	29.9%

Movie Link
Text

Unique

Distinct	33600
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	262.6 KiB

Length

Max length	37
Median length	36
Mean length	36.064792
Min length	36

Characters and Unicode

Total characters	1211777
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	33600 ?
Unique (%)	100.0%

Sample

1st row	https://www.imdb.com/title/tt0073195
2nd row	https://www.imdb.com/title/tt0073629
3rd row	https://www.imdb.com/title/tt0073486
4th row	https://www.imdb.com/title/tt0072890
5th row	https://www.imdb.com/title/tt0073692

Value	Count	Frequency (%)
https://www.imdb.com/title/tt0073195	1	< 0.1%
https://www.imdb.com/title/tt0072976	1	< 0.1%
https://www.imdb.com/title/tt0072890	1	< 0.1%
https://www.imdb.com/title/tt0073692	1	< 0.1%
https://www.imdb.com/title/tt0072081	1	< 0.1%
https://www.imdb.com/title/tt0073026	1	< 0.1%
https://www.imdb.com/title/tt0072653	1	< 0.1%
https://www.imdb.com/title/tt0073812	1	< 0.1%
https://www.imdb.com/title/tt0073802	1	< 0.1%
https://www.imdb.com/title/tt0073317	1	< 0.1%
Other values (33590)	33590	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
t	201600	16.6%
/	134400	11.1%
w	100800	8.3%
.	67200	5.5%
i	67200	5.5%
m	67200	5.5%
0	56288	4.6%
h	33600	2.8%
c	33600	2.8%
e	33600	2.8%
Other values (16)	416289	34.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	739200	61.0%
Decimal Number	237377	19.6%
Other Punctuation	235200	19.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	201600	27.3%
w	100800	13.6%
i	67200	9.1%
m	67200	9.1%
h	33600	4.5%
c	33600	4.5%
e	33600	4.5%
l	33600	4.5%
o	33600	4.5%
b	33600	4.5%
Other values (3)	100800	13.6%

Decimal Number

Value	Count	Frequency (%)
0	56288	23.7%
1	27140	11.4%
2	21158	8.9%
6	20539	8.7%
8	19768	8.3%
7	18918	8.0%
4	18615	7.8%
5	18557	7.8%
3	18415	7.8%
9	17979	7.6%

Other Punctuation

Value	Count	Frequency (%)
/	134400	57.1%
.	67200	28.6%
:	33600	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	739200	61.0%
Common	472577	39.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	201600	27.3%
w	100800	13.6%
i	67200	9.1%
m	67200	9.1%
h	33600	4.5%
c	33600	4.5%
e	33600	4.5%
l	33600	4.5%
o	33600	4.5%
b	33600	4.5%
Other values (3)	100800	13.6%

Common

Value	Count	Frequency (%)
/	134400	28.4%
.	67200	14.2%
0	56288	11.9%
:	33600	7.1%
1	27140	5.7%
2	21158	4.5%
6	20539	4.3%
8	19768	4.2%
7	18918	4.0%
4	18615	3.9%
Other values (3)	54951	11.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1211777	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	201600	16.6%
/	134400	11.1%
w	100800	8.3%
.	67200	5.5%
i	67200	5.5%
m	67200	5.5%
0	56288	4.6%
h	33600	2.8%
c	33600	2.8%
e	33600	2.8%
Other values (16)	416289	34.4%

Year
Real number (ℝ)

Distinct	65
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1992.3936

Minimum	1960
Maximum	2024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	262.6 KiB

Quantile statistics

Minimum	1960
5-th percentile	1963
Q1	1976
median	1993
Q3	2009
95-th percentile	2022
Maximum	2024
Range	64
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	18.957395
Coefficient of variation (CV)	0.0095148845
Kurtosis	-1.2140287
Mean	1992.3936
Median Absolute Deviation (MAD)	16
Skewness	-0.02639572
Sum	66944426
Variance	359.38283
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2022	600	1.8%
2008	600	1.8%
2020	600	1.8%
2024	600	1.8%
2004	599	1.8%
1960	598	1.8%
2013	551	1.6%
2019	550	1.6%
1987	550	1.6%
1965	550	1.6%
Other values (55)	27802	82.7%

Value	Count	Frequency (%)
1960	598	1.8%
1961	501	1.5%
1962	501	1.5%
1963	500	1.5%
1964	500	1.5%
1965	550	1.6%
1966	499	1.5%
1967	500	1.5%
1968	500	1.5%
1969	500	1.5%

Value	Count	Frequency (%)
2024	600	1.8%
2023	550	1.6%
2022	600	1.8%
2021	500	1.5%
2020	600	1.8%
2019	550	1.6%
2018	500	1.5%
2017	550	1.6%
2016	500	1.5%
2015	500	1.5%

Duration
Text

Distinct	230
Distinct (%)	0.7%
Missing	221
Missing (%)	0.7%
Memory size	262.6 KiB

Length

Max length	7
Median length	6
Mean length	5.8641361
Min length	1

Characters and Unicode

Total characters	195739
Distinct characters	19
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	52 ?
Unique (%)	0.2%

Sample

1st row	2h 4m
2nd row	1h 40m
3rd row	2h 13m
4th row	2h 5m
5th row	1h 50m

Value	Count	Frequency (%)
1h	27917	42.2%
2h	4981	7.5%
30m	1728	2.6%
35m	1244	1.9%
40m	1122	1.7%
33m	1074	1.6%
32m	1038	1.6%
38m	978	1.5%
31m	962	1.5%
36m	959	1.5%
Other values (67)	24091	36.4%

Most occurring characters

Value	Count	Frequency (%)
1	33363	17.0%
h	33189	17.0%
m	32898	16.8%
	32715	16.7%
2	14674	7.5%
3	13905	7.1%
4	10170	5.2%
5	8155	4.2%
0	4452	2.3%
8	3359	1.7%
Other values (9)	8859	4.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	96918	49.5%
Lowercase Letter	66087	33.8%
Space Separator	32715	16.7%
Uppercase Letter	14	< 0.1%
Dash Punctuation	5	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	33363	34.4%
2	14674	15.1%
3	13905	14.3%
4	10170	10.5%
5	8155	8.4%
0	4452	4.6%
8	3359	3.5%
7	3090	3.2%
6	2983	3.1%
9	2767	2.9%

Uppercase Letter

Value	Count	Frequency (%)
G	5	35.7%
P	4	28.6%
T	2	14.3%
V	2	14.3%
X	1	7.1%

Lowercase Letter

Value	Count	Frequency (%)
h	33189	50.2%
m	32898	49.8%

Space Separator

Value	Count	Frequency (%)
	32715	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	129638	66.2%
Latin	66101	33.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	33363	25.7%
	32715	25.2%
2	14674	11.3%
3	13905	10.7%
4	10170	7.8%
5	8155	6.3%
0	4452	3.4%
8	3359	2.6%
7	3090	2.4%
6	2983	2.3%
Other values (2)	2772	2.1%

Latin

Value	Count	Frequency (%)
h	33189	50.2%
m	32898	49.8%
G	5	< 0.1%
P	4	< 0.1%
T	2	< 0.1%
V	2	< 0.1%
X	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	195739	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	33363	17.0%
h	33189	17.0%
m	32898	16.8%
	32715	16.7%
2	14674	7.5%
3	13905	7.1%
4	10170	5.2%
5	8155	4.2%
0	4452	2.3%
8	3359	1.7%
Other values (9)	8859	4.5%

MPA
Categorical

Missing

Distinct	26
Distinct (%)	0.1%
Missing	7976
Missing (%)	23.7%
Memory size	262.6 KiB

R	10099
Not Rated	4518
PG-13	3780
PG	3473
Approved	981
Other values (21)	2773

Length

Max length	9
Median length	8
Mean length	3.7382922
Min length	1

Characters and Unicode

Total characters	95790
Distinct characters	34
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	PG
2nd row	R
3rd row	R
4th row	R
5th row	R

Common Values

Value	Count	Frequency (%)
R	10099	30.1%
Not Rated	4518	13.4%
PG-13	3780	11.2%
PG	3473	10.3%
Approved	981	2.9%
Unrated	905	2.7%
G	768	2.3%
TV-MA	264	0.8%
TV-14	194	0.6%
X	148	0.4%
Other values (16)	494	1.5%
(Missing)	7976	23.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
r	10099	33.5%
not	4518	15.0%
rated	4518	15.0%
pg-13	3780	12.5%
pg	3473	11.5%
approved	981	3.3%
unrated	905	3.0%
g	768	2.5%
tv-ma	264	0.9%
tv-14	194	0.6%
Other values (17)	642	2.1%

Most occurring characters

Value	Count	Frequency (%)
R	14617	15.3%
t	9941	10.4%
G	8362	8.7%
P	7551	7.9%
e	6406	6.7%
d	6406	6.7%
o	5499	5.7%
a	5425	5.7%
N	4582	4.8%
	4518	4.7%
Other values (24)	22483	23.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	39415	41.1%
Uppercase Letter	39166	40.9%
Decimal Number	8129	8.5%
Space Separator	4518	4.7%
Dash Punctuation	4505	4.7%
Other Punctuation	40	< 0.1%
Math Symbol	17	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
R	14617	37.3%
G	8362	21.4%
P	7551	19.3%
N	4582	11.7%
A	1247	3.2%
U	905	2.3%
V	659	1.7%
T	654	1.7%
M	355	0.9%
X	148	0.4%
Other values (4)	86	0.2%

Lowercase Letter

Value	Count	Frequency (%)
t	9941	25.2%
e	6406	16.3%
d	6406	16.3%
o	5499	14.0%
a	5425	13.8%
p	1962	5.0%
r	1886	4.8%
v	981	2.5%
n	905	2.3%
s	4	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	4058	49.9%
3	3786	46.6%
4	194	2.4%
7	78	1.0%
6	8	0.1%
8	5	0.1%

Space Separator

Value	Count	Frequency (%)
	4518	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4505	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	40	100.0%

Math Symbol

Value	Count	Frequency (%)
+	17	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	78581	82.0%
Common	17209	18.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
R	14617	18.6%
t	9941	12.7%
G	8362	10.6%
P	7551	9.6%
e	6406	8.2%
d	6406	8.2%
o	5499	7.0%
a	5425	6.9%
N	4582	5.8%
p	1962	2.5%
Other values (14)	7830	10.0%

Common

Value	Count	Frequency (%)
	4518	26.3%
-	4505	26.2%
1	4058	23.6%
3	3786	22.0%
4	194	1.1%
7	78	0.5%
/	40	0.2%
+	17	0.1%
6	8	< 0.1%
8	5	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	95790	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
R	14617	15.3%
t	9941	10.4%
G	8362	8.7%
P	7551	7.9%
e	6406	6.7%
d	6406	6.7%
o	5499	5.7%
a	5425	5.7%
N	4582	4.8%
	4518	4.7%
Other values (24)	22483	23.5%

Rating
Real number (ℝ)

Distinct	86
Distinct (%)	0.3%
Missing	138
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	6.1551581

Minimum	1.1
Maximum	9.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	262.6 KiB

Quantile statistics

Minimum	1.1
5-th percentile	4.1
Q1	5.5
median	6.3
Q3	7
95-th percentile	7.8
Maximum	9.6
Range	8.5
Interquartile range (IQR)	1.5

Descriptive statistics

Standard deviation	1.1460699
Coefficient of variation (CV)	0.18619666
Kurtosis	0.33014337
Mean	6.1551581
Median Absolute Deviation (MAD)	0.8
Skewness	-0.56822661
Sum	205963.9
Variance	1.3134761
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.4	1274	3.8%
6.6	1243	3.7%
6.7	1237	3.7%
6.5	1226	3.6%
6.3	1219	3.6%
6.2	1198	3.6%
7.1	1177	3.5%
6.1	1177	3.5%
6.8	1141	3.4%
7	1113	3.3%
Other values (76)	21457	63.9%

Value	Count	Frequency (%)
1.1	1	< 0.1%
1.2	2	< 0.1%
1.3	5	< 0.1%
1.4	2	< 0.1%
1.5	7	< 0.1%
1.6	7	< 0.1%
1.7	7	< 0.1%
1.8	7	< 0.1%
1.9	8	< 0.1%
2	5	< 0.1%

Value	Count	Frequency (%)
9.6	2	< 0.1%
9.5	2	< 0.1%
9.4	4	< 0.1%
9.3	5	< 0.1%
9.2	9	< 0.1%
9.1	5	< 0.1%
9	10	< 0.1%
8.9	22	0.1%
8.8	31	0.1%
8.7	33	0.1%

Votes
Text

Distinct	1758
Distinct (%)	5.3%
Missing	138
Missing (%)	0.4%
Memory size	262.6 KiB

Length

Max length	4
Median length	3
Mean length	3.2959178
Min length	1

Characters and Unicode

Total characters	110288
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	218 ?
Unique (%)	0.7%

Sample

1st row	683K
2nd row	173K
3rd row	1.1M
4th row	279K
5th row	15K

Value	Count	Frequency (%)
1.1k	577	1.7%
1.2k	451	1.3%
1.3k	443	1.3%
1.4k	412	1.2%
1.5k	373	1.1%
1.6k	365	1.1%
11k	364	1.1%
1.7k	346	1.0%
1.9k	320	1.0%
1.8k	317	0.9%
Other values (1748)	29494	88.1%

Most occurring characters

Value	Count	Frequency (%)
K	21150	19.2%
1	15050	13.6%
.	10847	9.8%
2	10794	9.8%
3	9104	8.3%
4	7871	7.1%
5	7092	6.4%
6	6827	6.2%
7	6276	5.7%
8	5966	5.4%
Other values (3)	9311	8.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	78217	70.9%
Uppercase Letter	21224	19.2%
Other Punctuation	10847	9.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	15050	19.2%
2	10794	13.8%
3	9104	11.6%
4	7871	10.1%
5	7092	9.1%
6	6827	8.7%
7	6276	8.0%
8	5966	7.6%
9	5770	7.4%
0	3467	4.4%

Uppercase Letter

Value	Count	Frequency (%)
K	21150	99.7%
M	74	0.3%

Other Punctuation

Value	Count	Frequency (%)
.	10847	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	89064	80.8%
Latin	21224	19.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	15050	16.9%
.	10847	12.2%
2	10794	12.1%
3	9104	10.2%
4	7871	8.8%
5	7092	8.0%
6	6827	7.7%
7	6276	7.0%
8	5966	6.7%
9	5770	6.5%

Latin

Value	Count	Frequency (%)
K	21150	99.7%
M	74	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110288	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
K	21150	19.2%
1	15050	13.6%
.	10847	9.8%
2	10794	9.8%
3	9104	8.3%
4	7871	7.1%
5	7092	6.4%
6	6827	6.2%
7	6276	5.7%
8	5966	5.4%
Other values (3)	9311	8.4%

budget
Real number (ℝ)

High correlation Missing Skewed

Distinct	1140
Distinct (%)	9.6%
Missing	21785
Missing (%)	64.8%
Infinite	0
Infinite (%)	0.0%
Mean	84543197

Minimum	1
Maximum	3 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	262.6 KiB

Quantile statistics

Minimum	1
5-th percentile	130000
Q1	2000000
median	9000000
Q3	27000000
95-th percentile	1.15 × 10⁸
Maximum	3 × 10¹¹
Range	3 × 10¹¹
Interquartile range (IQR)	25000000

Descriptive statistics

Standard deviation	2.866281 × 10⁹
Coefficient of variation (CV)	33.903154
Kurtosis	10155.268
Mean	84543197
Median Absolute Deviation (MAD)	8193053
Skewness	97.636144
Sum	9.9887787 × 10¹¹
Variance	8.215567 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10000000	357	1.1%
5000000	350	1.0%
20000000	342	1.0%
3000000	309	0.9%
15000000	304	0.9%
1000000	277	0.8%
30000000	272	0.8%
25000000	272	0.8%
2000000	269	0.8%
4000000	239	0.7%
Other values (1130)	8824	26.3%
(Missing)	21785	64.8%

Value	Count	Frequency (%)
1	2	< 0.1%
4	1	< 0.1%
10	1	< 0.1%
20	1	< 0.1%
100	1	< 0.1%
220	1	< 0.1%
230	1	< 0.1%
260	1	< 0.1%
300	2	< 0.1%
400	1	< 0.1%

Value	Count	Frequency (%)
3 × 10¹¹	1	< 0.1%
3.5 × 10¹⁰	1	< 0.1%
3 × 10¹⁰	3	< 0.1%
2.8 × 10¹⁰	1	< 0.1%
2.4 × 10¹⁰	1	< 0.1%
1.9 × 10¹⁰	1	< 0.1%
1.5 × 10¹⁰	2	< 0.1%
1.22155 × 10¹⁰	1	< 0.1%
1.2 × 10¹⁰	2	< 0.1%
1 × 10¹⁰	2	< 0.1%

grossWorldWide
Real number (ℝ)

High correlation Missing

Distinct	18033
Distinct (%)	99.0%
Missing	15378
Missing (%)	45.8%
Infinite	0
Infinite (%)	0.0%
Mean	38149613

Minimum	1
Maximum	2.923706 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	262.6 KiB

Quantile statistics

Minimum	1
5-th percentile	7790.85
Q1	158993.75
median	2311544
Q3	20929309
95-th percentile	1.9391393 × 10⁸
Maximum	2.923706 × 10⁹
Range	2.923706 × 10⁹
Interquartile range (IQR)	20770315

Descriptive statistics

Standard deviation	1.2101046 × 10⁸
Coefficient of variation (CV)	3.1719971
Kurtosis	95.00837
Mean	38149613
Median Absolute Deviation (MAD)	2298895.5
Skewness	7.7779851
Sum	6.9516224 × 10¹¹
Variance	1.4643531 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8148	13	< 0.1%
509	9	< 0.1%
97182	6	< 0.1%
14000000	4	< 0.1%
11000000	4	< 0.1%
3451	4	< 0.1%
18000	4	< 0.1%
1500000	3	< 0.1%
2970	3	< 0.1%
2735	3	< 0.1%
Other values (18023)	18169	54.1%
(Missing)	15378	45.8%

Value	Count	Frequency (%)
1	1	< 0.1%
9	1	< 0.1%
13	1	< 0.1%
15	1	< 0.1%
27	1	< 0.1%
32	1	< 0.1%
34	1	< 0.1%
42	2	< 0.1%
52	2	< 0.1%
54	1	< 0.1%

Value	Count	Frequency (%)
2923706026	1	< 0.1%
2799439100	1	< 0.1%
2320250281	1	< 0.1%
2264750694	1	< 0.1%
2071310218	1	< 0.1%
2052415039	1	< 0.1%
1952723719	1	< 0.1%
1698772985	1	< 0.1%
1671537444	1	< 0.1%
1662020819	1	< 0.1%

gross_US_Canada
Real number (ℝ)

High correlation Missing

Distinct	17211
Distinct (%)	98.0%
Missing	16029
Missing (%)	47.7%
Infinite	0
Infinite (%)	0.0%
Mean	18082363

Minimum	64
Maximum	9.3666222 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	262.6 KiB

Quantile statistics

Minimum	64
5-th percentile	9192
Q1	86036.5
median	909411
Q3	14051372
95-th percentile	92050430
Maximum	9.3666222 × 10⁸
Range	9.3666216 × 10⁸
Interquartile range (IQR)	13965336

Descriptive statistics

Standard deviation	48531806
Coefficient of variation (CV)	2.6839305
Kurtosis	62.143079
Mean	18082363
Median Absolute Deviation (MAD)	897342
Skewness	6.369239
Sum	3.1772521 × 10¹¹
Variance	2.3553362 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8144	18	0.1%
509	12	< 0.1%
5000000	9	< 0.1%
97182	9	< 0.1%
321875	7	< 0.1%
25000	6	< 0.1%
11000000	6	< 0.1%
22168	5	< 0.1%
2180000	5	< 0.1%
7500000	5	< 0.1%
Other values (17201)	17489	52.1%
(Missing)	16029	47.7%

Value	Count	Frequency (%)
64	1	< 0.1%
80	1	< 0.1%
95	1	< 0.1%
153	1	< 0.1%
180	1	< 0.1%
211	1	< 0.1%
212	1	< 0.1%
256	1	< 0.1%
309	1	< 0.1%
347	1	< 0.1%

Value	Count	Frequency (%)
936662225	1	< 0.1%
858373000	1	< 0.1%
814866759	1	< 0.1%
785221649	1	< 0.1%
718732821	1	< 0.1%
700426566	1	< 0.1%
684075767	1	< 0.1%
678815482	1	< 0.1%
674292608	1	< 0.1%
653406625	1	< 0.1%

opening_weekend_Gross
Real number (ℝ)

High correlation Missing

Distinct	14751
Distinct (%)	95.0%
Missing	18077
Missing (%)	53.8%
Infinite	0
Infinite (%)	0.0%
Mean	5110081.8

Minimum	11
Maximum	3.5711501 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	262.6 KiB

Quantile statistics

Minimum	11
5-th percentile	2787
Q1	13996.5
median	107536
Q3	3772558.5
95-th percentile	25028754
Maximum	3.5711501 × 10⁸
Range	3.57115 × 10⁸
Interquartile range (IQR)	3758562

Descriptive statistics

Standard deviation	14883189
Coefficient of variation (CV)	2.9125148
Kurtosis	81.785598
Mean	5110081.8
Median Absolute Deviation (MAD)	104362
Skewness	7.2594433
Sum	7.93238 × 10¹⁰
Variance	2.2150931 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11623	18	0.1%
11206	18	0.1%
512000	10	< 0.1%
2482000	8	< 0.1%
11537	8	< 0.1%
6000	6	< 0.1%
7000	6	< 0.1%
6500	5	< 0.1%
15942	5	< 0.1%
8000	5	< 0.1%
Other values (14741)	15434	45.9%
(Missing)	18077	53.8%

Value	Count	Frequency (%)
11	1	< 0.1%
30	1	< 0.1%
46	1	< 0.1%
80	1	< 0.1%
89	1	< 0.1%
92	1	< 0.1%
95	1	< 0.1%
107	1	< 0.1%
112	1	< 0.1%
141	1	< 0.1%

Value	Count	Frequency (%)
357115007	1	< 0.1%
260138569	1	< 0.1%
257698183	1	< 0.1%
247966675	1	< 0.1%
220009584	1	< 0.1%
211435291	1	< 0.1%
208806270	1	< 0.1%
207438708	1	< 0.1%
202003951	1	< 0.1%
191770759	1	< 0.1%

directors
Text

Missing

Distinct	14520
Distinct (%)	43.7%
Missing	359
Missing (%)	1.1%
Memory size	262.6 KiB

Length

Max length	85
Median length	75
Mean length	19.012184
Min length	6

Characters and Unicode

Total characters	631984
Distinct characters	101
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9335 ?
Unique (%)	28.1%

Sample

1st row	['Steven Spielberg']
2nd row	['Jim Sharman']
3rd row	['Milos Forman']
4th row	['Sidney Lumet']
5th row	['Hal Ashby']

Value	Count	Frequency (%)
john	893	1.2%
michael	674	0.9%
david	648	0.9%
robert	625	0.8%
peter	489	0.6%
richard	424	0.6%
james	378	0.5%
paul	353	0.5%
de	271	0.4%
lee	265	0.3%
Other values (14951)	71174	93.4%

Most occurring characters

Value	Count	Frequency (%)
'	72226	11.4%
a	43597	6.9%
	42953	6.8%
e	41588	6.6%
r	33476	5.3%
[	33241	5.3%
]	33241	5.3%
n	32396	5.1%
i	31625	5.0%
o	29137	4.6%
Other values (91)	238504	37.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	365928	57.9%
Other Punctuation	77969	12.3%
Uppercase Letter	77658	12.3%
Space Separator	42953	6.8%
Open Punctuation	33241	5.3%
Close Punctuation	33241	5.3%
Dash Punctuation	993	0.2%
Decimal Number	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	43597	11.9%
e	41588	11.4%
r	33476	9.1%
n	32396	8.9%
i	31625	8.6%
o	29137	8.0%
l	22035	6.0%
s	17188	4.7%
t	15757	4.3%
h	14010	3.8%
Other values (43)	85119	23.3%

Uppercase Letter

Value	Count	Frequency (%)
M	6629	8.5%
S	6572	8.5%
J	5920	7.6%
R	5300	6.8%
C	4971	6.4%
B	4912	6.3%
A	4861	6.3%
D	4250	5.5%
G	3891	5.0%
P	3767	4.9%
Other values (29)	26585	34.2%

Other Punctuation

Value	Count	Frequency (%)
'	72226	92.6%
,	2978	3.8%
.	2297	2.9%
"	468	0.6%

Space Separator

Value	Count	Frequency (%)
	42953	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	33241	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	33241	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	993	100.0%

Decimal Number

Value	Count	Frequency (%)
9	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	443586	70.2%
Common	188398	29.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	43597	9.8%
e	41588	9.4%
r	33476	7.5%
n	32396	7.3%
i	31625	7.1%
o	29137	6.6%
l	22035	5.0%
s	17188	3.9%
t	15757	3.6%
h	14010	3.2%
Other values (82)	162777	36.7%

Common

Value	Count	Frequency (%)
'	72226	38.3%
	42953	22.8%
[	33241	17.6%
]	33241	17.6%
,	2978	1.6%
.	2297	1.2%
-	993	0.5%
"	468	0.2%
9	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	629207	99.6%
None	2777	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	72226	11.5%
a	43597	6.9%
	42953	6.8%
e	41588	6.6%
r	33476	5.3%
[	33241	5.3%
]	33241	5.3%
n	32396	5.1%
i	31625	5.0%
o	29137	4.6%
Other values (51)	235727	37.5%

None

Value	Count	Frequency (%)
é	696	25.1%
á	306	11.0%
ô	300	10.8%
ó	226	8.1%
í	212	7.6%
ö	151	5.4%
ú	120	4.3%
ç	85	3.1%
ü	84	3.0%
è	70	2.5%
Other values (30)	527	19.0%

writers
Text

Missing

Distinct	27123
Distinct (%)	84.7%
Missing	1576
Missing (%)	4.7%
Memory size	262.6 KiB

Length

Max length	86
Median length	68
Mean length	34.883556
Min length	7

Characters and Unicode

Total characters	1117111
Distinct characters	109
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	24654 ?
Unique (%)	77.0%

Sample

1st row	['Peter Benchley', 'Carl Gottlieb']
2nd row	["Richard O'Brien", 'Jim Sharman']
3rd row	['Lawrence Hauben', 'Bo Goldman', 'Ken Kesey']
4th row	['Frank Pierson', 'P.F. Kluge', 'Thomas Moore']
5th row	['Robert Towne', 'Warren Beatty']

Value	Count	Frequency (%)
john	1441	1.1%
david	1273	0.9%
michael	1047	0.8%
robert	986	0.7%
james	702	0.5%
peter	622	0.5%
paul	621	0.5%
de	586	0.4%
william	575	0.4%
richard	570	0.4%
Other values (26171)	126263	93.7%

Most occurring characters

Value	Count	Frequency (%)
'	126685	11.3%
	102662	9.2%
a	79105	7.1%
e	73163	6.5%
r	59068	5.3%
n	57599	5.2%
i	56030	5.0%
o	50916	4.6%
l	39304	3.5%
[	32024	2.9%
Other values (99)	440555	39.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	647019	57.9%
Other Punctuation	164008	14.7%
Uppercase Letter	137709	12.3%
Space Separator	102662	9.2%
Open Punctuation	32024	2.9%
Close Punctuation	32024	2.9%
Dash Punctuation	1662	0.1%
Decimal Number	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	79105	12.2%
e	73163	11.3%
r	59068	9.1%
n	57599	8.9%
i	56030	8.7%
o	50916	7.9%
l	39304	6.1%
s	30019	4.6%
t	28029	4.3%
h	24295	3.8%
Other values (47)	149491	23.1%

Uppercase Letter

Value	Count	Frequency (%)
M	11764	8.5%
S	11556	8.4%
J	10279	7.5%
B	9074	6.6%
C	8909	6.5%
R	8607	6.3%
A	8597	6.2%
D	7632	5.5%
G	7154	5.2%
L	6550	4.8%
Other values (31)	47587	34.6%

Other Punctuation

Value	Count	Frequency (%)
'	126685	77.2%
,	31547	19.2%
.	4778	2.9%
"	998	0.6%

Decimal Number

Value	Count	Frequency (%)
8	1	33.3%
5	1	33.3%
3	1	33.3%

Space Separator

Value	Count	Frequency (%)
	102662	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	32024	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	32024	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1662	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	784728	70.2%
Common	332383	29.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	79105	10.1%
e	73163	9.3%
r	59068	7.5%
n	57599	7.3%
i	56030	7.1%
o	50916	6.5%
l	39304	5.0%
s	30019	3.8%
t	28029	3.6%
h	24295	3.1%
Other values (88)	287200	36.6%

Common

Value	Count	Frequency (%)
'	126685	38.1%
	102662	30.9%
[	32024	9.6%
]	32024	9.6%
,	31547	9.5%
.	4778	1.4%
-	1662	0.5%
"	998	0.3%
8	1	< 0.1%
5	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1112313	99.6%
None	4798	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	126685	11.4%
	102662	9.2%
a	79105	7.1%
e	73163	6.6%
r	59068	5.3%
n	57599	5.2%
i	56030	5.0%
o	50916	4.6%
l	39304	3.5%
[	32024	2.9%
Other values (53)	435757	39.2%

None

Value	Count	Frequency (%)
é	1264	26.3%
á	578	12.0%
ô	470	9.8%
í	403	8.4%
ó	348	7.3%
ü	214	4.5%
ö	206	4.3%
è	200	4.2%
ç	146	3.0%
ú	145	3.0%
Other values (36)	824	17.2%

stars
Text

Missing

Distinct	32812
Distinct (%)	99.0%
Missing	473
Missing (%)	1.4%
Memory size	262.6 KiB

Length

Max length	136
Median length	82
Mean length	51.245238
Min length	6

Characters and Unicode

Total characters	1697601
Distinct characters	115
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	32579 ?
Unique (%)	98.3%

Sample

1st row	['Roy Scheider', 'Robert Shaw', 'Richard Dreyfuss']
2nd row	['Tim Curry', 'Susan Sarandon', 'Barry Bostwick']
3rd row	['Jack Nicholson', 'Louise Fletcher', 'Michael Berryman']
4th row	['Al Pacino', 'John Cazale', 'Penelope Allen']
5th row	['Warren Beatty', 'Julie Christie', 'Goldie Hawn']

Value	Count	Frequency (%)
john	1565	0.8%
michael	1281	0.6%
robert	1032	0.5%
james	945	0.5%
david	921	0.5%
richard	817	0.4%
peter	775	0.4%
lee	654	0.3%
paul	590	0.3%
de	539	0.3%
Other values (34124)	193686	95.5%

Most occurring characters

Value	Count	Frequency (%)
'	197037	11.6%
	169678	10.0%
a	127567	7.5%
e	115659	6.8%
n	93235	5.5%
i	85608	5.0%
r	84999	5.0%
o	71937	4.2%
,	65762	3.9%
l	61100	3.6%
Other values (105)	625019	36.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	985861	58.1%
Other Punctuation	266472	15.7%
Uppercase Letter	206795	12.2%
Space Separator	169678	10.0%
Open Punctuation	33127	2.0%
Close Punctuation	33127	2.0%
Dash Punctuation	2478	0.1%
Decimal Number	63	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	127567	12.9%
e	115659	11.7%
n	93235	9.5%
i	85608	8.7%
r	84999	8.6%
o	71937	7.3%
l	61100	6.2%
s	44212	4.5%
t	43929	4.5%
h	36699	3.7%
Other values (48)	220916	22.4%

Uppercase Letter

Value	Count	Frequency (%)
M	18510	9.0%
S	16991	8.2%
B	15023	7.3%
C	14657	7.1%
J	14555	7.0%
A	13432	6.5%
R	12103	5.9%
D	11642	5.6%
L	10476	5.1%
K	9763	4.7%
Other values (29)	69643	33.7%

Other Punctuation

Value	Count	Frequency (%)
'	197037	73.9%
,	65762	24.7%
.	1900	0.7%
"	1766	0.7%
!	5	< 0.1%
/	1	< 0.1%
&	1	< 0.1%

Decimal Number

Value	Count	Frequency (%)
0	32	50.8%
3	11	17.5%
5	9	14.3%
2	4	6.3%
4	3	4.8%
1	2	3.2%
7	2	3.2%

Space Separator

Value	Count	Frequency (%)
	169678	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	33127	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	33127	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2478	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1192656	70.3%
Common	504945	29.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	127567	10.7%
e	115659	9.7%
n	93235	7.8%
i	85608	7.2%
r	84999	7.1%
o	71937	6.0%
l	61100	5.1%
s	44212	3.7%
t	43929	3.7%
h	36699	3.1%
Other values (87)	427711	35.9%

Common

Value	Count	Frequency (%)
'	197037	39.0%
	169678	33.6%
,	65762	13.0%
[	33127	6.6%
]	33127	6.6%
-	2478	0.5%
.	1900	0.4%
"	1766	0.3%
0	32	< 0.1%
3	11	< 0.1%
Other values (8)	27	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1690729	99.6%
None	6872	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	197037	11.7%
	169678	10.0%
a	127567	7.5%
e	115659	6.8%
n	93235	5.5%
i	85608	5.1%
r	84999	5.0%
o	71937	4.3%
,	65762	3.9%
l	61100	3.6%
Other values (60)	618147	36.6%

None

Value	Count	Frequency (%)
é	1735	25.2%
á	861	12.5%
ô	695	10.1%
í	587	8.5%
ü	361	5.3%
è	358	5.2%
ó	340	4.9%
ö	324	4.7%
ç	215	3.1%
ø	180	2.6%
Other values (35)	1216	17.7%

genres
Text

Missing

Distinct	8540
Distinct (%)	25.7%
Missing	382
Missing (%)	1.1%
Memory size	262.6 KiB

Length

Max length	196
Median length	169
Mean length	36.094888
Min length	7

Characters and Unicode

Total characters	1199000
Distinct characters	57
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6502 ?
Unique (%)	19.6%

Sample

1st row	['Monster Horror', 'Sea Adventure', 'Survival', 'Adventure', 'Drama', 'Horror', 'Thriller']
2nd row	['Dark Comedy', 'Raunchy Comedy', 'Rock Musical', 'Supernatural Horror', 'Comedy', 'Horror', 'Musical']
3rd row	['Medical Drama', 'Psychological Drama', 'Drama']
4th row	['Heist', 'True Crime', 'Biography', 'Crime', 'Drama', 'Thriller']
5th row	['Satire', 'Comedy', 'Drama']

Value	Count	Frequency (%)
drama	20235	17.0%
comedy	14079	11.8%
thriller	7805	6.6%
romance	7047	5.9%
horror	6096	5.1%
action	5838	4.9%
crime	5552	4.7%
adventure	4825	4.1%
fantasy	3101	2.6%
mystery	2981	2.5%
Other values (174)	41436	34.8%

Most occurring characters

Value	Count	Frequency (%)
'	207946	17.3%
r	90172	7.5%
	85777	7.2%
a	79147	6.6%
,	70755	5.9%
e	64753	5.4%
o	57734	4.8%
m	56082	4.7%
i	46611	3.9%
y	35514	3.0%
Other values (47)	404509	33.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	640803	53.4%
Other Punctuation	278893	23.3%
Uppercase Letter	122764	10.2%
Space Separator	85777	7.2%
Open Punctuation	33218	2.8%
Close Punctuation	33218	2.8%
Dash Punctuation	4327	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	90172	14.1%
a	79147	12.4%
e	64753	10.1%
o	57734	9.0%
m	56082	8.8%
i	46611	7.3%
y	35514	5.5%
n	34248	5.3%
t	31881	5.0%
c	27426	4.3%
Other values (16)	117235	18.3%

Uppercase Letter

Value	Count	Frequency (%)
D	25639	20.9%
C	21206	17.3%
A	13963	11.4%
T	9830	8.0%
F	9048	7.4%
S	8923	7.3%
H	8461	6.9%
R	7786	6.3%
M	6089	5.0%
W	3111	2.5%
Other values (14)	8708	7.1%

Other Punctuation

Value	Count	Frequency (%)
'	207946	74.6%
,	70755	25.4%
&	192	0.1%

Space Separator

Value	Count	Frequency (%)
	85777	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	33218	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	33218	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4327	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	763567	63.7%
Common	435433	36.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	90172	11.8%
a	79147	10.4%
e	64753	8.5%
o	57734	7.6%
m	56082	7.3%
i	46611	6.1%
y	35514	4.7%
n	34248	4.5%
t	31881	4.2%
c	27426	3.6%
Other values (40)	239999	31.4%

Common

Value	Count	Frequency (%)
'	207946	47.8%
	85777	19.7%
,	70755	16.2%
[	33218	7.6%
]	33218	7.6%
-	4327	1.0%
&	192	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1198965	> 99.9%
None	35	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	207946	17.3%
r	90172	7.5%
	85777	7.2%
a	79147	6.6%
,	70755	5.9%
e	64753	5.4%
o	57734	4.8%
m	56082	4.7%
i	46611	3.9%
y	35514	3.0%
Other values (46)	404474	33.7%

None

Value	Count	Frequency (%)
ō	35	100.0%

countries_origin
Text

Missing

Distinct	2938
Distinct (%)	8.8%
Missing	366
Missing (%)	1.1%
Memory size	262.6 KiB

Length

Max length	187
Median length	168
Mean length	19.947704
Min length	8

Characters and Unicode

Total characters	662942
Distinct characters	57
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2249 ?
Unique (%)	6.8%

Sample

1st row	['United States']
2nd row	['United Kingdom', 'United States']
3rd row	['United States']
4th row	['United States']
5th row	['United States']

Value	Count	Frequency (%)
united	22733	30.9%
states	18250	24.8%
kingdom	4437	6.0%
france	3904	5.3%
italy	2947	4.0%
germany	2302	3.1%
canada	1811	2.5%
india	1771	2.4%
japan	1445	2.0%
spain	1125	1.5%
Other values (170)	12789	17.4%

Most occurring characters

Value	Count	Frequency (%)
'	95785	14.4%
t	65886	9.9%
e	55217	8.3%
a	46919	7.1%
n	46031	6.9%
	40280	6.1%
i	36352	5.5%
[	33234	5.0%
]	33234	5.0%
d	32786	4.9%
Other values (47)	177218	26.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	372271	56.2%
Other Punctuation	110451	16.7%
Uppercase Letter	73472	11.1%
Space Separator	40280	6.1%
Open Punctuation	33234	5.0%
Close Punctuation	33234	5.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	65886	17.7%
e	55217	14.8%
a	46919	12.6%
n	46031	12.4%
i	36352	9.8%
d	32786	8.8%
s	21582	5.8%
r	10946	2.9%
o	9518	2.6%
m	8034	2.2%
Other values (16)	39000	10.5%

Uppercase Letter

Value	Count	Frequency (%)
U	22985	31.3%
S	20933	28.5%
K	5496	7.5%
I	5359	7.3%
F	4053	5.5%
C	2766	3.8%
G	2547	3.5%
J	1467	2.0%
A	1178	1.6%
W	949	1.3%
Other values (15)	5739	7.8%

Other Punctuation

Value	Count	Frequency (%)
'	95785	86.7%
,	14660	13.3%
"	6	< 0.1%

Space Separator

Value	Count	Frequency (%)
	40280	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	33234	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	33234	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	445743	67.2%
Common	217199	32.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	65886	14.8%
e	55217	12.4%
a	46919	10.5%
n	46031	10.3%
i	36352	8.2%
d	32786	7.4%
U	22985	5.2%
s	21582	4.8%
S	20933	4.7%
r	10946	2.5%
Other values (41)	86106	19.3%

Common

Value	Count	Frequency (%)
'	95785	44.1%
	40280	18.5%
[	33234	15.3%
]	33234	15.3%
,	14660	6.7%
"	6	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	662939	> 99.9%
None	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	95785	14.4%
t	65886	9.9%
e	55217	8.3%
a	46919	7.1%
n	46031	6.9%
	40280	6.1%
i	36352	5.5%
[	33234	5.0%
]	33234	5.0%
d	32786	4.9%
Other values (46)	177215	26.7%

None

Value	Count	Frequency (%)
ô	3	100.0%

filming_locations
Text

Missing

Distinct	12383
Distinct (%)	46.1%
Missing	6729
Missing (%)	20.0%
Memory size	262.6 KiB

Length

Max length	163
Median length	112
Mean length	39.55491
Min length	6

Characters and Unicode

Total characters	1062880
Distinct characters	119
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9827 ?
Unique (%)	36.6%

Sample

1st row	["Water Street, Edgartown, Martha's Vineyard, Massachusetts, USA"]
2nd row	['Oakley Court, Windsor Road, Oakley Green, Windsor, Berkshire, England, UK']
3rd row	['Oregon State Mental Hospital - 2600 Center Street NE, Salem, Oregon, USA']
4th row	['285 Prospect Park West, Brooklyn, New York City, New York, USA']
5th row	['2270 Bowmont Drive, Beverly Hills, California, USA']

Value	Count	Frequency (%)
usa	11760	8.7%
california	4613	3.4%
new	4164	3.1%
york	3213	2.4%
	2495	1.8%
city	2186	1.6%
uk	2172	1.6%
los	2039	1.5%
angeles	2016	1.5%
england	1905	1.4%
Other values (14616)	98654	73.0%

Most occurring characters

Value	Count	Frequency (%)
	108346	10.2%
a	82890	7.8%
,	60883	5.7%
e	60598	5.7%
n	56562	5.3%
'	53177	5.0%
i	53144	5.0%
o	52640	5.0%
r	47842	4.5%
l	39802	3.7%
Other values (109)	446996	42.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	612203	57.6%
Uppercase Letter	154361	14.5%
Other Punctuation	116825	11.0%
Space Separator	108346	10.2%
Close Punctuation	26873	2.5%
Open Punctuation	26873	2.5%
Decimal Number	12997	1.2%
Dash Punctuation	4399	0.4%
Modifier Symbol	2	< 0.1%
Other Number	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	82890	13.5%
e	60598	9.9%
n	56562	9.2%
i	53144	8.7%
o	52640	8.6%
r	47842	7.8%
l	39802	6.5%
t	35482	5.8%
s	30695	5.0%
d	21737	3.6%
Other values (46)	130811	21.4%

Uppercase Letter

Value	Count	Frequency (%)
S	23137	15.0%
A	19766	12.8%
C	16423	10.6%
U	14935	9.7%
M	7482	4.8%
B	6973	4.5%
N	6626	4.3%
L	6457	4.2%
P	5834	3.8%
I	4360	2.8%
Other values (26)	42368	27.4%

Decimal Number

Value	Count	Frequency (%)
0	2705	20.8%
1	2506	19.3%
2	1598	12.3%
5	1284	9.9%
3	1113	8.6%
4	999	7.7%
6	806	6.2%
7	737	5.7%
8	638	4.9%
9	611	4.7%

Other Punctuation

Value	Count	Frequency (%)
,	60883	52.1%
'	53177	45.5%
.	1262	1.1%
"	1214	1.0%
&	220	0.2%
/	58	< 0.1%
#	5	< 0.1%
\	4	< 0.1%
;	2	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
]	26872	> 99.9%
)	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
[	26872	> 99.9%
(	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	108346	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4399	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Other Number

Value	Count	Frequency (%)
½	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	766564	72.1%
Common	296316	27.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	82890	10.8%
e	60598	7.9%
n	56562	7.4%
i	53144	6.9%
o	52640	6.9%
r	47842	6.2%
l	39802	5.2%
t	35482	4.6%
s	30695	4.0%
S	23137	3.0%
Other values (82)	283772	37.0%

Common

Value	Count	Frequency (%)
	108346	36.6%
,	60883	20.5%
'	53177	17.9%
]	26872	9.1%
[	26872	9.1%
-	4399	1.5%
0	2705	0.9%
1	2506	0.8%
2	1598	0.5%
5	1284	0.4%
Other values (17)	7674	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1059862	99.7%
None	3018	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	108346	10.2%
a	82890	7.8%
,	60883	5.7%
e	60598	5.7%
n	56562	5.3%
'	53177	5.0%
i	53144	5.0%
o	52640	5.0%
r	47842	4.5%
l	39802	3.8%
Other values (68)	443978	41.9%

None

Value	Count	Frequency (%)
é	810	26.8%
í	394	13.1%
ä	268	8.9%
á	179	5.9%
ó	177	5.9%
à	170	5.6%
ô	147	4.9%
è	145	4.8%
ö	115	3.8%
æ	85	2.8%
Other values (31)	528	17.5%

production_companies
Text

Missing

Distinct	25940
Distinct (%)	80.5%
Missing	1378
Missing (%)	4.1%
Memory size	262.6 KiB

Length

Max length	192
Median length	123
Mean length	47.035411
Min length	6

Characters and Unicode

Total characters	1515575
Distinct characters	121
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23844 ?
Unique (%)	74.0%

Sample

1st row	['Zanuck/Brown Productions', 'Universal Pictures']
2nd row	['Twentieth Century Fox', 'Michael White Productions']
3rd row	['Fantasy Films', 'N.V. Zvaluw']
4th row	['Warner Bros.', 'Artists Entertainment Complex']
5th row	['Persky-Bright / Vista', 'Columbia Pictures', 'Rubeeker Films']

Value	Count	Frequency (%)
productions	10018	6.0%
films	9926	5.9%
pictures	7651	4.6%
film	6423	3.8%
entertainment	4998	3.0%
company	1726	1.0%
international	1372	0.8%
the	1272	0.8%
media	1163	0.7%
production	1023	0.6%
Other values (19809)	122195	72.8%

Most occurring characters

Value	Count	Frequency (%)
	135545	8.9%
'	133900	8.8%
i	103135	6.8%
e	88556	5.8%
n	86292	5.7%
o	79711	5.3%
t	78393	5.2%
r	76800	5.1%
a	74289	4.9%
s	60936	4.0%
Other values (111)	598018	39.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	937979	61.9%
Uppercase Letter	184884	12.2%
Other Punctuation	178523	11.8%
Space Separator	135545	8.9%
Open Punctuation	35821	2.4%
Close Punctuation	35821	2.4%
Decimal Number	3822	0.3%
Dash Punctuation	2821	0.2%
Math Symbol	344	< 0.1%
Other Symbol	6	< 0.1%
Other values (2)	9	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	103135	11.0%
e	88556	9.4%
n	86292	9.2%
o	79711	8.5%
t	78393	8.4%
r	76800	8.2%
a	74289	7.9%
s	60936	6.5%
l	48788	5.2%
m	43624	4.7%
Other values (43)	197455	21.1%

Uppercase Letter

Value	Count	Frequency (%)
P	27120	14.7%
F	25931	14.0%
C	19227	10.4%
S	11508	6.2%
M	10302	5.6%
A	9867	5.3%
E	9345	5.1%
B	8051	4.4%
T	7606	4.1%
I	7415	4.0%
Other values (26)	48512	26.2%

Other Punctuation

Value	Count	Frequency (%)
'	133900	75.0%
,	35131	19.7%
.	6571	3.7%
"	1332	0.7%
&	814	0.5%
/	721	0.4%
!	35	< 0.1%
@	7	< 0.1%
:	7	< 0.1%
?	2	< 0.1%
Other values (2)	3	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	891	23.3%
0	614	16.1%
1	596	15.6%
3	471	12.3%
4	400	10.5%
9	188	4.9%
7	187	4.9%
8	179	4.7%
5	157	4.1%
6	139	3.6%

Open Punctuation

Value	Count	Frequency (%)
[	32241	90.0%
(	3580	10.0%

Close Punctuation

Value	Count	Frequency (%)
]	32241	90.0%
)	3580	10.0%

Space Separator

Value	Count	Frequency (%)
	135545	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2821	100.0%

Math Symbol

Value	Count	Frequency (%)
+	344	100.0%

Other Symbol

Value	Count	Frequency (%)
°	6	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	5	100.0%

Other Number

Value	Count	Frequency (%)
²	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1122863	74.1%
Common	392712	25.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	103135	9.2%
e	88556	7.9%
n	86292	7.7%
o	79711	7.1%
t	78393	7.0%
r	76800	6.8%
a	74289	6.6%
s	60936	5.4%
l	48788	4.3%
m	43624	3.9%
Other values (79)	382339	34.1%

Common

Value	Count	Frequency (%)
	135545	34.5%
'	133900	34.1%
,	35131	8.9%
[	32241	8.2%
]	32241	8.2%
.	6571	1.7%
(	3580	0.9%
)	3580	0.9%
-	2821	0.7%
"	1332	0.3%
Other values (22)	5770	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1510769	99.7%
None	4806	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	135545	9.0%
'	133900	8.9%
i	103135	6.8%
e	88556	5.9%
n	86292	5.7%
o	79711	5.3%
t	78393	5.2%
r	76800	5.1%
a	74289	4.9%
s	60936	4.0%
Other values (72)	593212	39.3%

None

Value	Count	Frequency (%)
é	2664	55.4%
á	553	11.5%
ó	321	6.7%
í	173	3.6%
ç	169	3.5%
ü	155	3.2%
É	91	1.9%
è	84	1.7%
ú	73	1.5%
ñ	72	1.5%
Other values (29)	451	9.4%

Languages
Text

Missing

Distinct	2709
Distinct (%)	8.2%
Missing	474
Missing (%)	1.4%
Memory size	262.6 KiB

Length

Max length	203
Median length	11
Mean length	15.615498
Min length	7

Characters and Unicode

Total characters	517279
Distinct characters	64
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2042 ?
Unique (%)	6.2%

Sample

1st row	['English']
2nd row	['English']
3rd row	['English']
4th row	['English']
5th row	['English']

Value	Count	Frequency (%)
english	23409	49.0%
french	3786	7.9%
spanish	2832	5.9%
italian	2780	5.8%
german	2055	4.3%
japanese	1494	3.1%
hindi	1361	2.9%
russian	857	1.8%
mandarin	783	1.6%
cantonese	539	1.1%
Other values (241)	7850	16.4%

Most occurring characters

Value	Count	Frequency (%)
'	94622	18.3%
n	45793	8.9%
i	39194	7.6%
[	33126	6.4%
]	33126	6.4%
s	32549	6.3%
h	32319	6.2%
l	27685	5.4%
g	25077	4.8%
E	23446	4.5%
Other values (54)	130342	25.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	279495	54.0%
Other Punctuation	108826	21.0%
Uppercase Letter	47838	9.2%
Open Punctuation	33149	6.4%
Close Punctuation	33149	6.4%
Space Separator	14620	2.8%
Dash Punctuation	138	< 0.1%
Decimal Number	64	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	45793	16.4%
i	39194	14.0%
s	32549	11.6%
h	32319	11.6%
l	27685	9.9%
g	25077	9.0%
a	22397	8.0%
e	14772	5.3%
r	10260	3.7%
c	4932	1.8%
Other values (16)	24517	8.8%

Uppercase Letter

Value	Count	Frequency (%)
E	23446	49.0%
F	4045	8.5%
S	3727	7.8%
I	2954	6.2%
G	2449	5.1%
H	1909	4.0%
J	1495	3.1%
C	1073	2.2%
R	1016	2.1%
M	975	2.0%
Other values (16)	4749	9.9%

Decimal Number

Value	Count	Frequency (%)
1	16	25.0%
4	16	25.0%
5	16	25.0%
3	16	25.0%

Other Punctuation

Value	Count	Frequency (%)
'	94622	86.9%
,	14204	13.1%

Open Punctuation

Value	Count	Frequency (%)
[	33126	99.9%
(	23	0.1%

Close Punctuation

Value	Count	Frequency (%)
]	33126	99.9%
)	23	0.1%

Space Separator

Value	Count	Frequency (%)
	14620	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	138	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	327333	63.3%
Common	189946	36.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	45793	14.0%
i	39194	12.0%
s	32549	9.9%
h	32319	9.9%
l	27685	8.5%
g	25077	7.7%
E	23446	7.2%
a	22397	6.8%
e	14772	4.5%
r	10260	3.1%
Other values (42)	53841	16.4%

Common

Value	Count	Frequency (%)
'	94622	49.8%
[	33126	17.4%
]	33126	17.4%
	14620	7.7%
,	14204	7.5%
-	138	0.1%
(	23	< 0.1%
)	23	< 0.1%
1	16	< 0.1%
4	16	< 0.1%
Other values (2)	32	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	517279	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	94622	18.3%
n	45793	8.9%
i	39194	7.6%
[	33126	6.4%
]	33126	6.4%
s	32549	6.3%
h	32319	6.2%
l	27685	5.4%
g	25077	4.8%
E	23446	4.5%
Other values (54)	130342	25.2%

wins
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	262.6 KiB

0	33600

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	33600
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	33600	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	33600	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	33600	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33600	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	33600	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	33600	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	33600	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33600	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	33600	100.0%

nominations
Real number (ℝ)

Zeros

Distinct	220
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8503571

Minimum	0
Maximum	433
Zeros	23453
Zeros (%)	69.8%
Negative	0
Negative (%)	0.0%
Memory size	262.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	23
Maximum	433
Range	433
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	17.719188
Coefficient of variation (CV)	3.6531719
Kurtosis	136.92517
Mean	4.8503571
Median Absolute Deviation (MAD)	0
Skewness	9.7027983
Sum	162972
Variance	313.96963
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23453	69.8%
2	1305	3.9%
3	1029	3.1%
4	867	2.6%
5	776	2.3%
6	634	1.9%
7	544	1.6%
8	474	1.4%
9	403	1.2%
10	340	1.0%
Other values (210)	3775	11.2%

Value	Count	Frequency (%)
0	23453	69.8%
2	1305	3.9%
3	1029	3.1%
4	867	2.6%
5	776	2.3%
6	634	1.9%
7	544	1.6%
8	474	1.4%
9	403	1.2%
10	340	1.0%

Value	Count	Frequency (%)
433	1	< 0.1%
425	1	< 0.1%
414	1	< 0.1%
394	1	< 0.1%
382	1	< 0.1%
375	1	< 0.1%
369	1	< 0.1%
358	1	< 0.1%
350	1	< 0.1%
337	1	< 0.1%

oscars
Real number (ℝ)

Zeros

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.10261905

Minimum	0
Maximum	11
Zeros	31503
Zeros (%)	93.8%
Negative	0
Negative (%)	0.0%
Memory size	262.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	11
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.50868728
Coefficient of variation (CV)	4.9570454
Kurtosis	91.503665
Mean	0.10261905
Median Absolute Deviation (MAD)	0
Skewness	8.089619
Sum	3448
Variance	0.25876275
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	31503	93.8%
1	1422	4.2%
2	363	1.1%
3	145	0.4%
4	74	0.2%
5	45	0.1%
6	19	0.1%
7	17	0.1%
8	5	< 0.1%
10	4	< 0.1%
Other values (2)	3	< 0.1%

Value	Count	Frequency (%)
0	31503	93.8%
1	1422	4.2%
2	363	1.1%
3	145	0.4%
4	74	0.2%
5	45	0.1%
6	19	0.1%
7	17	0.1%
8	5	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
11	2	< 0.1%
10	4	< 0.1%
9	1	< 0.1%
8	5	< 0.1%
7	17	0.1%
6	19	0.1%
5	45	0.1%
4	74	0.2%
3	145	0.4%
2	363	1.1%

Interactions

Correlations

	MPA	Rating	Year	budget	grossWorldWide	gross_US_Canada	nominations	opening_weekend_Gross	oscars
MPA	1.000	0.096	0.271	0.000	0.056	0.061	0.022	0.056	0.010
Rating	0.096	1.000	0.111	0.104	0.019	0.027	0.412	-0.139	0.227
Year	0.271	0.111	1.000	0.395	-0.001	-0.192	0.375	-0.116	-0.004
budget	0.000	0.104	0.395	1.000	0.706	0.644	0.329	0.690	0.121
grossWorldWide	0.056	0.019	-0.001	0.706	1.000	0.904	0.319	0.847	0.174
gross_US_Canada	0.061	0.027	-0.192	0.644	0.904	1.000	0.242	0.924	0.207
nominations	0.022	0.412	0.375	0.329	0.319	0.242	1.000	0.121	0.323
opening_weekend_Gross	0.056	-0.139	-0.116	0.690	0.847	0.924	0.121	1.000	0.106
oscars	0.010	0.227	-0.004	0.121	0.174	0.207	0.323	0.106	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	id	Title	Movie Link	Year	Duration	MPA	Rating	Votes	budget	grossWorldWide	gross_US_Canada	opening_weekend_Gross	directors	writers	stars	genres	countries_origin	filming_locations	production_companies	Languages	nominations	oscars
0	tt0073195	Jaws	https://www.imdb.com/title/tt0073195	1975	2h 4m	PG	8.1	683K	7000000.0	477220580.0	266567580.0	7061513.0	['Steven Spielberg']	['Peter Benchley', 'Carl Gottlieb']	['Roy Scheider', 'Robert Shaw', 'Richard Dreyfuss']	['Monster Horror', 'Sea Adventure', 'Survival', 'Adventure', 'Drama', 'Horror', 'Thriller']	['United States']	["Water Street, Edgartown, Martha's Vineyard, Massachusetts, USA"]	['Zanuck/Brown Productions', 'Universal Pictures']	['English']	20	0
1	tt0073629	The Rocky Horror Picture Show	https://www.imdb.com/title/tt0073629	1975	1h 40m	R	7.4	173K	1200000.0	115798478.0	112892319.0	NaN	['Jim Sharman']	["Richard O'Brien", 'Jim Sharman']	['Tim Curry', 'Susan Sarandon', 'Barry Bostwick']	['Dark Comedy', 'Raunchy Comedy', 'Rock Musical', 'Supernatural Horror', 'Comedy', 'Horror', 'Musical']	['United Kingdom', 'United States']	['Oakley Court, Windsor Road, Oakley Green, Windsor, Berkshire, England, UK']	['Twentieth Century Fox', 'Michael White Productions']	['English']	4	0
2	tt0073486	One Flew Over the Cuckoo's Nest	https://www.imdb.com/title/tt0073486	1975	2h 13m	R	8.7	1.1M	3000000.0	109115366.0	108981275.0	NaN	['Milos Forman']	['Lawrence Hauben', 'Bo Goldman', 'Ken Kesey']	['Jack Nicholson', 'Louise Fletcher', 'Michael Berryman']	['Medical Drama', 'Psychological Drama', 'Drama']	['United States']	['Oregon State Mental Hospital - 2600 Center Street NE, Salem, Oregon, USA']	['Fantasy Films', 'N.V. Zvaluw']	['English']	15	0
3	tt0072890	Dog Day Afternoon	https://www.imdb.com/title/tt0072890	1975	2h 5m	R	8.0	279K	1800000.0	50002721.0	50000000.0	NaN	['Sidney Lumet']	['Frank Pierson', 'P.F. Kluge', 'Thomas Moore']	['Al Pacino', 'John Cazale', 'Penelope Allen']	['Heist', 'True Crime', 'Biography', 'Crime', 'Drama', 'Thriller']	['United States']	['285 Prospect Park West, Brooklyn, New York City, New York, USA']	['Warner Bros.', 'Artists Entertainment Complex']	['English']	20	0
4	tt0073692	Shampoo	https://www.imdb.com/title/tt0073692	1975	1h 50m	R	6.4	15K	4000000.0	49407734.0	49407734.0	NaN	['Hal Ashby']	['Robert Towne', 'Warren Beatty']	['Warren Beatty', 'Julie Christie', 'Goldie Hawn']	['Satire', 'Comedy', 'Drama']	['United States']	['2270 Bowmont Drive, Beverly Hills, California, USA']	['Persky-Bright / Vista', 'Columbia Pictures', 'Rubeeker Films']	['English']	11	0
5	tt0072081	The Return of the Pink Panther	https://www.imdb.com/title/tt0072081	1975	1h 53m	G	7.0	31K	5000000.0	41833423.0	41833347.0	NaN	['Blake Edwards']	['Frank Waldman', 'Blake Edwards']	['Peter Sellers', 'Christopher Plummer', 'Catherine Schell']	['Farce', 'Slapstick', 'Comedy', 'Crime', 'Mystery']	['United Kingdom', 'United States']	['Palace Hotel, Gstaad, Switzerland']	['ITC Films', 'Jewel Productions', 'Pimlico Films']	['English']	5	0
6	tt0073026	Funny Lady	https://www.imdb.com/title/tt0073026	1975	2h 16m	PG	6.2	6.1K	NaN	39000000.0	39000000.0	NaN	['Herbert Ross']	['Jay Presson Allen', 'Arnold Schulman']	['Barbra Streisand', 'James Caan', 'Omar Sharif']	['Biography', 'Comedy', 'Drama', 'Musical', 'Romance']	['United States']	['Central Station, Oakland, California, USA']	['Columbia Pictures', 'Rastar Pictures', 'Vista']	['English']	0	5
7	tt0072653	The Apple Dumpling Gang	https://www.imdb.com/title/tt0072653	1975	1h 40m	G	6.4	6.7K	NaN	36853000.0	36853000.0	NaN	['Norman Tokar']	['Don Tait', 'Jack M. Bickham']	['Bill Bixby', 'Susan Clark', 'Don Knotts']	['Slapstick', 'Comedy', 'Family', 'Western']	['United States']	['Bend, Oregon, USA']	['Walt Disney Productions']	['English']	0	0
8	tt0073812	Tommy	https://www.imdb.com/title/tt0073812	1975	1h 51m	PG	6.6	23K	5000000.0	34279846.0	34251525.0	NaN	['Ken Russell']	['The Who', 'Ken Russell', 'Pete Townshend']	['Roger Daltrey', 'Ann-Margret', 'Oliver Reed']	['Jukebox Musical', 'Rock Musical', 'Drama', 'Musical']	['United Kingdom']	['Kings Theatre, 20-24 Albert Road, Southsea, Portsmouth, Hampshire, England, UK']	['Robert Stigwood Organisation Ltd.', 'Hemdale']	['English']	5	2
9	tt0073802	Three Days of the Condor	https://www.imdb.com/title/tt0073802	1975	1h 57m	R	7.4	65K	20000000.0	27476252.0	27476252.0	NaN	['Sydney Pollack']	['James Grady', 'Lorenzo Semple Jr.', 'David Rayfiel']	['Robert Redford', 'Faye Dunaway', 'Cliff Robertson']	['Political Thriller', 'Spy', 'Crime', 'Mystery', 'Thriller']	['United States']	['55 East 77th Street, Manhattan, New York City, New York, USA']	['Wildwood Enterprises', 'Dino De Laurentiis Company']	['English', 'French']	4	1

	id	Title	Movie Link	Year	Duration	MPA	Rating	Votes	budget	grossWorldWide	gross_US_Canada	opening_weekend_Gross	directors	writers	stars	genres	countries_origin	filming_locations	production_companies	Languages	nominations
33590	tt0109809	FleshEater	https://www.imdb.com/title/tt0109809	1988	1h 28m	R	4.9	2.1K	60000.0	NaN	NaN	NaN	['S. William Hinzman']	['S. William Hinzman', 'Bill Randolph']	['S. William Hinzman', 'John Mowod', 'Leslie Ann Wick']	['B-Horror', 'Body Horror', 'Horror']	['United States']	['Beaver Falls, Pennsylvania, USA']	['H&G Films Ltd.', 'Hinzman']	['English']	0
33591	tt0090582	The Abomination	https://www.imdb.com/title/tt0090582	1988	1h 29m	NaN	4.4	770	NaN	NaN	NaN	NaN	['Bret McCormick']	['Bret McCormick']	['Scott Davis', 'Jude Johnson', 'Blue Thompson']	['Horror']	['United States']	['Poolville, Texas, USA']	['Donna Michelle Productions']	['English']	0
33592	tt0096876	Bad Blood	https://www.imdb.com/title/tt0096876	1988	1h 44m	R	4.6	199	NaN	NaN	NaN	NaN	['Chuck Vincent']	['Craig Horrall']	['Georgina Spelvin', 'Randy Spears', 'Linda Blair']	['Drama', 'Thriller']	['United States']	['New York City, New York, USA']	['Platinum Pictures (II)']	['English']	0
33593	tt0096084	Shadows in the Storm	https://www.imdb.com/title/tt0096084	1988	1h 25m	R	3.9	264	NaN	NaN	NaN	NaN	['Terrell Tannen']	['Terrell Tannen']	['Ned Beatty', 'Mia Sara', 'Michael Madsen']	['Crime', 'Drama', 'Mystery', 'Romance', 'Thriller']	['United States']	['Camp Nelson, California, USA']	NaN	['English']	0
33594	tt0095177	Freeway	https://www.imdb.com/title/tt0095177	1988	1h 31m	R	5.1	588	NaN	NaN	142671.0	NaN	['Francis Delia']	['Deanne Barkley', 'Francis Delia', 'Darrell Fetty']	['Darlanne Fluegel', 'James Russo', 'Billy Drago']	['Thriller']	['United States']	['Los Angeles, California, USA']	['Gower Street Pictures']	['English']	0
33595	tt0094076	The South	https://www.imdb.com/title/tt0094076	1988	2h 7m	R	7.3	1.1K	NaN	NaN	NaN	NaN	['Fernando E. Solanas']	['Fernando E. Solanas']	['Susú Pecoraro', 'Miguel Ángel Solá', 'Philippe Léotard']	['Drama']	['Argentina', 'France']	['Buenos Aires, Federal District, Argentina']	['Canal+', 'Cinesur (Envar El Kadri)', 'Productions Pacific']	['Spanish', 'French']	2
33596	tt0256664	El cabaretero y sus golfas	https://www.imdb.com/title/tt0256664	1988	1h 25m	NaN	4.9	12	NaN	NaN	NaN	NaN	['Raúl Ramírez']	['Raúl Marcelo']	['Raúl Ramírez', 'Raúl Marcelo', 'Marcela Daviland']	['Comedy']	['Mexico']	NaN	NaN	['Spanish']	0
33597	tt0353261	BraveStarr: The Legend	https://www.imdb.com/title/tt0353261	1988	1h 31m	PG	6.8	1.3K	NaN	NaN	NaN	NaN	['Tom Tataranowicz']	['Bob Forward', 'Steve Hayes']	['Charlie Adler', 'Susan Blu', 'Pat Fraley']	['Superhero', 'Action', 'Adventure', 'Animation', 'Comedy', 'Family', 'Fantasy', 'Sci-Fi', 'Western']	['United States']	NaN	['Filmation Associates']	['English']	0
33598	tt0098474	Fighting Madam 2	https://www.imdb.com/title/tt0098474	1988	1h 30m	NaN	6.3	337	NaN	NaN	NaN	NaN	['Teresa Woo']	['William Hsu', 'Teresa Woo', 'Larry Dolgin']	['Alex Fong', 'Moon Lee', 'Elaine Lui']	['Action']	['Hong Kong']	['Kuala Lumpur, Malaysia']	['Molesworth Limited']	['Cantonese', 'Mandarin']	0
33599	tt0096039	Saturday the 14th Strikes Back	https://www.imdb.com/title/tt0096039	1988	1h 18m	PG	3.1	737	NaN	NaN	NaN	NaN	['Howard R. Cohen']	['Howard R. Cohen']	['Ray Walston', 'Avery Schreiber', 'Patty McCormack']	['Comedy', 'Fantasy', 'Horror', 'Sci-Fi']	['United States']	['Venice, California, USA']	['Pacific Trust']	['English']	0

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Other Number

Open Punctuation

Close Punctuation

Math Symbol

Space Separator

Dash Punctuation

Currency Symbol

Other Symbol

Other Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Lowercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Space Separator

Dash Punctuation

Other Punctuation

Math Symbol

Most occurring scripts